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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • antd-weather-mcp

    hawx1993
    F
    license
    A
    quality
    C
    maintenance
    Provides MCP tools for reading the ant-design GitHub repository (repository info, directory listings, file contents) and for querying US weather alerts and forecasts via the National Weather Service API.
    3

  • github-codemunch-mcp

    jgravelle
    F
    license
    A
    quality
    A
    maintenance
    A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.
    7
    2,600

  • gitee-mcp

    sandraschi
    F
    license
    A
    quality
    B
    maintenance
    Bridges Gitee, China's largest code hosting platform, to MCP for exploring trending repos, searching users/repos, and translating Chinese content with a local LLM.
    8
    1
  • NervusDB MCP Server by ysankpia

    NervusDB MCP Serverofficial

    ysankpia
    F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables building and querying code knowledge graphs for project analysis, with tools for exploring code relationships, managing workflows, and automating development tasks. Integrates with Git and GitHub for branch management and pull request creation.
    42
    6

  • codegraph-mcp

    weaming
    F
    license
    Not graded
    quality
    B
    maintenance
    This MCP server enables managing Git repositories via shallow clones and analyzing them with CodeGraph. It provides tools for adding, listing, updating, deleting repositories, and exploring codegraph status and exploration.

  • Banking and Fintech MCP Server

    anhtuanluu
    F
    license
    Not graded
    quality
    D
    maintenance
    A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  • GitHub GraphQL API MCP

    MCP-Mirror
    F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables querying and exploring the GitHub GraphQL API schema and executing optimized GraphQL queries to retrieve precise GitHub data (repositories, issues, PRs, users) with reduced token consumption.

  • pr-guard-mcp

    x-asd
    F
    license
    D
    quality
    C
    maintenance
    Enables AI agents to perform security audits on pull request diffs by detecting secrets, dangerous code patterns, and new dependencies, outputting structured JSON for generating PR review comments.
    1
  • Nx MCP Server by nrwl

    Nx MCP Serverofficial

    nrwl
    A
    license
    Not graded
    quality
    A
    maintenance
    The Nx MCP server provides LLMs with comprehensive insights into your monorepo: project dependencies, file relationships, executable tasks, ownership metadata, technology stacks, custom generators, and Nx documentation. This deep context enables LLMs to produce code perfectly aligned with your archi
    91,783
    1,410
    MIT

  • n8n-flow-bridge-mcp

    dorkian
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables git-based version control for n8n workflows with automatic credential remapping, allowing AI tools to pull, push, and manage workflows across environments.
    17
    MIT

  • Linear MCP Server

    Iwark
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Linear resources through an MCP interface, offering functionality for issue management and resource retrieval with rate limiting and error handling support.
    424
    1
    MIT

  • MCP Production Demo

    balaji-w
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server providing live GitHub repository and issue search tools, with production-grade features like config validation, structured logging, authentication, and support for both stdio and HTTP transports.
    GPL 3.0

  • gitea-mcp-server

    pxsloot
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides ~200 auto-generated tools and resources for LLM agents to interact with Gitea and Forgejo instances via the Model Context Protocol.
    1
    MIT

  • GitHub MCP Bridge

    vipink1203
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.
    MIT

  • mcp-perforce-server

    iPraBhu
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Perforce version control with safe defaults, structured JSON responses, and 59 tools for repository inspection, file operations, changelists, reviews, and more.
    13
    1
    MIT